Segmentation of the iliac crest from CT-data for virtual surgical planning of facial reconstruction surgery using deep learning

Segmentation of the iliac crest from CT-data for virtual surgical planning of facial reconstruction surgery using deep learning

Abstract Background and objectives: For the planning of surgical procedures involving the bony reconstruction of the mandible, the autologous iliac crest graft, along with the fibula graft, has become established as a preferred donor region. While computer-assisted planning methods are increasingly...

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Bibliographic Details
Main Authors: Stefan Raith, Tobias Pankert, Jônatas de Souza Nascimento, Srikrishna Jaganathan, Florian Peters, Mathias Wien, Frank Hölzle, Ali Modabber
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Convolutional neural networks
Deep learning
Pelvis
Segmentation
Computed tomography
Virtual surgical planning
Online Access:https://doi.org/10.1038/s41598-024-83031-0
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https://doi.org/10.1038/s41598-024-83031-0

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